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--- |
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license: cc-by-nc-4.0 |
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extra_gated_prompt: "This model is released for research and educational purposes only. Access to the model is granted upon agreement to use it ethically, responsibly, and in compliance with the stated license (CC BY-NC 4.0)." |
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extra_gated_fields: |
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Full Name: text |
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Institution / Organization: text |
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Position / Title: text |
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Company / School: text |
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Country: country |
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I want to use this model for: |
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type: select |
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options: |
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- Research |
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- Education |
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- label: Other |
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value: other |
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I agree to use this model for non-commercial use ONLY: checkbox |
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I confirm I will not use this model to cause harm to human subjects or the environment: checkbox |
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--- |
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## Neural disaster simulation for transferable building damage assessment (RSE 2025) |
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This repository includes a NeDS model checkpoint that was trained on the xView2 tier3 set using a 512x512 crop size. |
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## Citation |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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```text |
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@article{zheng2025neural, |
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title={Neural disaster simulation for transferable building damage assessment}, |
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author={Zheng, Zhuo and Zhong, Yanfei and Wan, Zijing and Zhang, Liangpei and Ermon, Stefano}, |
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journal={Remote Sensing of Environment}, |
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volume={331}, |
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pages={114979}, |
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year={2025}, |
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publisher={Elsevier}, |
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doi = {https://doi.org/10.1016/j.rse.2025.114979}, |
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url = {https://www.sciencedirect.com/science/article/pii/S0034425725003839}, |
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} |
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``` |
